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Action Anticipation On Epic Kitchens 100

Metrics

Recall@5

Results

Performance results of various models on this benchmark

Model Name
Recall@5
Paper TitleRepository
TempAgg14.73Technical Report: Temporal Aggregate Representations
PlausiVL27.60Can't make an Omelette without Breaking some Eggs: Plausible Action Anticipation using Large Video-Language Models-
UADT23.0Uncertainty-aware Action Decoupling Transformer for Action Anticipation-
MeMViT-2417.7MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition
RU-LSTM13.94Rescaling Egocentric Vision
AVT+15.9Anticipative Video Transformer
InAViT25.89Interaction Region Visual Transformer for Egocentric Action Anticipation
S-GEAR19.9Semantically Guided Representation Learning For Action Anticipation
AFFT18.5Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation-
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